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Mountain and subtractive clustering method: Improvements and generalizations

✍ Scribed by Nikhil R. Pal; Debrup Chakraborty

Publisher
John Wiley and Sons
Year
2000
Tongue
English
Weight
225 KB
Volume
15
Category
Article
ISSN
0884-8173

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✦ Synopsis

The mountain method of clustering and its relative, the subtractive clustering method, are studied here. A scheme to improve the accuracy of the prototypes obtained by the mountain method is proposed. Finally the mountain circular shell method to detect circular shells by using the mountain function is proposed. The proposed method is tested extensively on several synthetic data sets, and the results obtained are quite satisfactory.

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